Another technique for transfer learning (TL) is learning from demonstrations. Here, the provided demonstrations encourage the agent to explore states which will help the convergence to an efficient policy faster. This can be achieved either with `offline' [1]}, [2]} or `online' [3]} approaches. Naturally, the quality of the demonstrated actions greatly affects the results.
